jiaxhsust Goto Github PK
Type: User
Company: Shaanxi University of Science and Technology
Bio: My current research interests include image processing and pattern recognition.
Location: China
Type: User
Company: Shaanxi University of Science and Technology
Bio: My current research interests include image processing and pattern recognition.
Location: China
In this paper, a novel adaptive morphological reconstruction (AMR) operation is proposed. AMR is able to obtain better seed images to improve the seeded segmentation algorithms.
We proposed an automatic fuzzy clustering framework (AFCF) for image segmentation which is published in Transactions on Fuzzy Systems, 2020.
Our paper “Robust Self-Sparse Fuzzy Clustering for Image Segmentation” has been accepted for publication in IEEE Access. 2020.
A fast and robust fuzzy c-means clustering algorithms, namely FRFCM, is proposed. The FRFCM is able to segment grayscale and color images and provides excellent segmentation results.
We propose a superpixel-based fast FCM (SFFCM) for color image segmentation. The proposed algorithm is able to achieve color image segmentation with a very low computational cost, yet achieve a high segmentation precision.
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